Inversion algorithm for non-spherical dust particle size distributions

被引:11
作者
Cai, Siyu [1 ]
Mao, Jiandong [1 ]
Zhao, Hu [1 ]
Zhou, Chunyan [1 ]
Gong, Xin [1 ]
Sheng, Hongjiang [1 ]
机构
[1] North Minu Univ, Sch Elect & Informat Engn, 204 North Wenchang Rd, Yinchuan 750021, Peoples R China
基金
中国国家自然科学基金;
关键词
Dust aerosol; Non-spherical particle; Anomalous diffraction approximation; Particle size distribution; AEROSOL OPTICAL-PROPERTIES; ANOMALOUS DIFFRACTION; RETRIEVAL;
D O I
10.1007/s10043-019-00505-7
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Dust particles are the main aerosol component of the atmosphere, and can influence human, environmental, and ecological health. Particle size distribution is an important aerosol micro-physical parameter that denotes the concentration distribution of particles of different radii and can determine the extinction characteristics of these particles. In traditional inversion algorithms, the aerosol is generally assumed to be spherical according to Mie theory, and the relationship between aerosol optical thickness and particle size distribution is described by the Fredholm integral equation of the first kind. For non-spherical dust particles, this spherical assumption is obviously unreasonable and yields unreliable results. Therefore, we developed an algorithm assuming non-spherical particles for inversion of dust particle size distributions. In the case of non-spherical particles, the extinction efficiency factor kernel functions of the ellipsoid were calculated using the anomalous diffraction approximation method, and the kernel function of Mie scattering theory was substituted with these new kernel functions. Moreover, the Phillips-Twomey method was employed to solve the Fredholm integral equation of the first kind using aerosol optical thickness data from a CE-318 sun photometer. To verify the feasibility of the anomalous diffraction approximation method, experiments were carried out under sunny, dusty, windy and hazy weather conditions. These experiments showed that the extinction kernel function for non-spherical particles obtained using the anomalous diffraction approximation method is suitable for inversion of non-spherical dust particle size distributions under different weather conditions in the Yinchuan area.
引用
收藏
页码:319 / 331
页数:13
相关论文
共 35 条
[21]   Optical equivalence of isotropic ensembles of ellipsoidal particles in the Rayleigh-Gans-Debye and anomalous diffraction approximations and its consequences [J].
Paramonov, L. E. .
OPTICS AND SPECTROSCOPY, 2012, 112 (05) :787-795
[22]   Sensitivity experiments on the effects of optical properties of dust aerosols on their radiative forcing under clear sky condition [J].
Shi, GY ;
Wang, H ;
Wang, B ;
Li, W ;
Gong, SL ;
Zhao, TL ;
Aoki, T .
JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN, 2005, 83A :333-346
[23]   非球形气溶胶粒子光散射特性的仿真分析 [J].
宋跃辉 ;
鲁雷雷 ;
李仕春 ;
辛文辉 ;
闫庆 ;
华灯鑫 .
西安理工大学学报, 2017, 33 (02) :233-239
[24]   Anomalous diffraction theory for randomly oriented nonspherical particles: a comparison between original and simplified solutions [J].
Sun, WB ;
Fu, Q .
JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER, 2001, 70 (4-6) :737-747
[25]  
Tang H.Y., 2008, M.S Thesis
[26]  
Tang Hong, 2007, Chinese Journal of Lasers, V34, P411
[27]  
Toledo F, 2018, J GEOPHYS RES, V123, p1113 1131
[28]  
Twomey S., 1977, Introduction to the Mathematics of Inversion in Remote Sensing and Indirect Measurement
[29]   Characteristics of aeolian dust observed by sky-radiometer in the intensive observation period 1 (IOP1) [J].
Uchiyama, A ;
Yamazaki, A ;
Togawa, H ;
Asano, J .
JOURNAL OF THE METEOROLOGICAL SOCIETY OF JAPAN, 2005, 83A :291-305
[30]   Effect of iron supply on Southern Ocean CO2 uptake and implications for glacial atmospheric CO2 [J].
Watson, AJ ;
Bakker, DCE ;
Ridgwell, AJ ;
Boyd, PW ;
Law, CS .
NATURE, 2000, 407 (6805) :730-733